{"id":"W3015595758","doi":"10.1161/jaha.119.013234","title":"Predicted Versus Observed Major Adverse Cardiac Event Risk in Women With Evidence of Ischemia and No Obstructive Coronary Artery Disease: A Report From WISE (Women's Ischemia Syndrome Evaluation)","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Framingham Risk Score; Internal medicine; Cardiology; Coronary artery disease; Dyslipidemia; Diabetes mellitus; Risk factor; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00497723,0.0004658161,0.0005551417,0.001420959,0.0002232001,0.0004903869,0.0004840218,0.0005117449,0.0004444098],"category_scores_gemma":[0.009698899,0.0002413989,0.0007277566,0.0009202321,0.0003332013,0.000360075,0.0004282405,0.0004188262,0.0001994701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004019833,"about_ca_system_score_gemma":0.0001953244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903167,"about_ca_topic_score_gemma":0.002041693,"domain_scores_codex":[0.9975322,0.0009528794,0.0003194234,0.0004195556,0.0006540624,0.000121807],"domain_scores_gemma":[0.9927161,0.003175542,0.002631349,0.0003063978,0.0008107061,0.0003598706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207023,0.00001125688,0.9981724,0.00001490112,0.00008567052,0.00002655265,0.00003256819,0.0000626853,0.00003620768,0.000007379286,0.0001717891,0.00115783],"study_design_scores_gemma":[0.00002573545,0.0002134363,0.9984803,0.00001183687,0.0001342573,0.0002804973,0.0000799335,0.0003710881,0.0001442217,0.00002280793,0.0002263222,0.00000961139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940813,0.002059419,0.0005351556,0.0001013607,0.00003761645,0.00003839991,0.002194744,0.0000266894,0.0009254406],"genre_scores_gemma":[0.9977639,0.000445958,0.0003017088,0.00005284846,0.00004551023,0.00003369095,0.001244854,0.000005240861,0.000106258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497723,"threshold_uncertainty_score":0.02632242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506675438677949,"score_gpt":0.2991803292570153,"score_spread":0.2741135748702358,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}